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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148481  38.194%  (97.918% of non-spam corpus)
# Correctly spam:     212086  54.556%  (89.445% of spam corpus)
# False positives:      3157  0.812%  (2.082% of nonspam, 163773 weighted)
# False negatives:     25026  6.438%  (10.555% of spam,  57743 weighted)
# Average score for spam:  13.6    nonspam: 0.4
# Average for false-pos:   6.6  false-neg: 2.3
# TOTAL:              388750  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18690  98.01%
# Correctly spam:      26633  89.80%
# False positives:       380  1.99%
# False negatives:      3026  10.20%
# TCR(l=50): 1.346545  SpamRecall: 89.797%  SpamPrec: 98.593%

##### 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: 150182  99.04%
# Correctly spam:     156997  66.21%
# False positives:      1456  0.96%
# False negatives:     80115  33.79%
# TCR(l=50): 1.550613  SpamRecall: 66.212%  SpamPrec: 99.081%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18889  99.05%
# Correctly spam:      19838  66.89%
# False positives:       181  0.95%
# False negatives:      9821  33.11%
# TCR(l=50): 1.571671  SpamRecall: 66.887%  SpamPrec: 99.096%