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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172209  30.008%  (94.816% of non-spam corpus)
# Correctly spam:     289437  50.435%  (73.788% of spam corpus)
# False positives:      9416  1.641%  (5.184% of nonspam, 626629 weighted)
# False negatives:    102819  17.916%  (26.212% of spam, 238662 weighted)
# Average score for spam:  6.8    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              573881  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21490  94.23%
# Correctly spam:      36082  73.74%
# False positives:      1317  5.77%
# False negatives:     12851  26.26%
# TCR(l=50): 0.621758  SpamRecall: 73.738%  SpamPrec: 96.479%

##### 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: 172713  95.09%
# Correctly spam:      37643  9.60%
# False positives:      8912  4.91%
# False negatives:    354613  90.40%
# TCR(l=50): 0.490189  SpamRecall: 9.597%  SpamPrec: 80.857%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21598  94.70%
# Correctly spam:       4749  9.71%
# False positives:      1209  5.30%
# False negatives:     44184  90.29%
# TCR(l=50): 0.467659  SpamRecall: 9.705%  SpamPrec: 79.708%