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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164858  25.824%  (99.263% of non-spam corpus)
# Correctly spam:     444964  69.700%  (94.210% of spam corpus)
# False positives:      1224  0.192%  (0.737% of nonspam, 233144 weighted)
# False negatives:     27349  4.284%  (5.790% of spam,  80782 weighted)
# Average score for spam:  12.6    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 3.0
# TOTAL:              638395  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20746  99.22%
# Correctly spam:      55538  94.24%
# False positives:       163  0.78%
# False negatives:      3397  5.76%
# TCR(l=50): 5.103923  SpamRecall: 94.236%  SpamPrec: 99.707%

##### 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: 165485  99.64%
# Correctly spam:     243802  51.62%
# False positives:       597  0.36%
# False negatives:    228511  48.38%
# TCR(l=50): 1.828113  SpamRecall: 51.619%  SpamPrec: 99.756%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20835  99.65%
# Correctly spam:      30431  51.63%
# False positives:        74  0.35%
# False negatives:     28504  48.37%
# TCR(l=50): 1.830052  SpamRecall: 51.635%  SpamPrec: 99.757%