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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131149  38.264%  (97.713% of non-spam corpus)
# Correctly spam:     198111  57.801%  (95.003% of spam corpus)
# False positives:      3069  0.895%  (2.287% of nonspam, 149203 weighted)
# False negatives:     10420  3.040%  (4.997% of spam,  29983 weighted)
# Average score for spam:  13.6    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              342749  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16413  97.60%
# Correctly spam:      24773  94.85%
# False positives:       404  2.40%
# False negatives:      1344  5.15%
# TCR(l=50): 1.212263  SpamRecall: 94.854%  SpamPrec: 98.395%

##### 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: 132914  99.03%
# Correctly spam:     125189  60.03%
# False positives:      1304  0.97%
# False negatives:     83342  39.97%
# TCR(l=50): 1.403852  SpamRecall: 60.034%  SpamPrec: 98.969%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16660  99.07%
# Correctly spam:      15700  60.11%
# False positives:       157  0.93%
# False negatives:     10417  39.89%
# TCR(l=50): 1.429737  SpamRecall: 60.114%  SpamPrec: 99.010%