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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175050  33.079%  (94.704% of non-spam corpus)
# Correctly spam:     163466  30.890%  (47.472% of spam corpus)
# False positives:      9790  1.850%  (5.296% of nonspam, 560040 weighted)
# False negatives:    180874  34.180%  (52.528% of spam, 353341 weighted)
# Average score for spam:  14.4    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              529180  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21922  94.50%
# Correctly spam:      20069  46.76%
# False positives:      1277  5.50%
# False negatives:     22851  53.24%
# TCR(l=50): 0.495035  SpamRecall: 46.759%  SpamPrec: 94.018%

##### 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: 175218  94.79%
# Correctly spam:     134160  38.96%
# False positives:      9622  5.21%
# False negatives:    210180  61.04%
# TCR(l=50): 0.498119  SpamRecall: 38.961%  SpamPrec: 93.308%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21999  94.83%
# Correctly spam:      16440  38.30%
# False positives:      1200  5.17%
# False negatives:     26480  61.70%
# TCR(l=50): 0.496300  SpamRecall: 38.304%  SpamPrec: 93.197%