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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 139449  27.344%  (97.833% of non-spam corpus)
# Correctly spam:     350233  68.677%  (95.319% of spam corpus)
# False positives:      3089  0.606%  (2.167% of nonspam, 249524 weighted)
# False negatives:     17201  3.373%  (4.681% of spam,  49556 weighted)
# Average score for spam:  10.8    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              509972  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17529  98.01%
# Correctly spam:      43661  95.37%
# False positives:       355  1.99%
# False negatives:      2119  4.63%
# TCR(l=50): 2.304092  SpamRecall: 95.371%  SpamPrec: 99.193%

##### 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: 141210  99.07%
# Correctly spam:     242807  66.08%
# False positives:      1328  0.93%
# False negatives:    124627  33.92%
# TCR(l=50): 1.923466  SpamRecall: 66.082%  SpamPrec: 99.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17738  99.18%
# Correctly spam:      30350  66.30%
# False positives:       146  0.82%
# False negatives:     15430  33.70%
# TCR(l=50): 2.014078  SpamRecall: 66.295%  SpamPrec: 99.521%