##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185442  29.697%  (91.602% of non-spam corpus)
# Correctly spam:     234185  37.503%  (55.494% of spam corpus)
# False positives:     17002  2.723%  (8.398% of nonspam, 3832512 weighted)
# False negatives:    187818  30.077%  (44.506% of spam, 599236 weighted)
# Average score for spam:  6.6    nonspam: 0.8
# Average for false-pos:   10.8  false-neg: 3.2
# TOTAL:              624447  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23090  91.24%
# Correctly spam:      29423  55.98%
# False positives:      2218  8.76%
# False negatives:     23139  44.02%
# TCR(l=50): 0.392140  SpamRecall: 55.978%  SpamPrec: 92.990%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 191524  94.61%
# Correctly spam:      59524  14.11%
# False positives:     10920  5.39%
# False negatives:    362479  85.89%
# TCR(l=50): 0.464516  SpamRecall: 14.105%  SpamPrec: 84.498%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23916  94.50%
# Correctly spam:       7546  14.36%
# False positives:      1392  5.50%
# False negatives:     45016  85.64%
# TCR(l=50): 0.458592  SpamRecall: 14.356%  SpamPrec: 84.426%
