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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153584  23.155%  (94.308% of non-spam corpus)
# Correctly spam:     365786  55.146%  (73.092% of spam corpus)
# False positives:      9269  1.397%  (5.692% of nonspam, 880166 weighted)
# False negatives:    134661  20.302%  (26.908% of spam, 344827 weighted)
# Average score for spam:  6.8    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              663300  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19368  94.34%
# Correctly spam:      45578  72.93%
# False positives:      1161  5.66%
# False negatives:     16918  27.07%
# TCR(l=50): 0.833636  SpamRecall: 72.929%  SpamPrec: 97.516%

##### 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: 154228  94.70%
# Correctly spam:      75041  14.99%
# False positives:      8625  5.30%
# False negatives:    425406  85.01%
# TCR(l=50): 0.584187  SpamRecall: 14.995%  SpamPrec: 89.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19480  94.89%
# Correctly spam:       9550  15.28%
# False positives:      1049  5.11%
# False negatives:     52946  84.72%
# TCR(l=50): 0.592964  SpamRecall: 15.281%  SpamPrec: 90.103%