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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 801334  48.927%  (98.729% of non-spam corpus)
# Correctly spam:     730841  44.623%  (88.463% of spam corpus)
# False positives:     10313  0.630%  (1.271% of nonspam, 802790 weighted)
# False negatives:     95312  5.820%  (11.537% of spam, 208617 weighted)
# Average score for spam:  16.9    nonspam: -2.5
# Average for false-pos:   7.6  false-neg: 2.2
# TOTAL:              1637800  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  99878  98.73%
# Correctly spam:      91140  88.49%
# False positives:      1282  1.27%
# False negatives:     11849  11.51%
# TCR(l=50): 1.356028  SpamRecall: 88.495%  SpamPrec: 98.613%

##### 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: 804342  99.10%
# Correctly spam:     532311  64.43%
# False positives:      7305  0.90%
# False negatives:    293842  35.57%
# TCR(l=50): 1.253471  SpamRecall: 64.432%  SpamPrec: 98.646%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100242  99.09%
# Correctly spam:      66091  64.17%
# False positives:       918  0.91%
# False negatives:     36898  35.83%
# TCR(l=50): 1.243859  SpamRecall: 64.173%  SpamPrec: 98.630%