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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175148  32.110%  (94.563% of non-spam corpus)
# Correctly spam:     172908  31.699%  (47.998% of spam corpus)
# False positives:     10071  1.846%  (5.437% of nonspam, 604283 weighted)
# False negatives:    187333  34.344%  (52.002% of spam, 364270 weighted)
# Average score for spam:  17.0    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              545460  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21909  94.26%
# Correctly spam:      21453  47.80%
# False positives:      1335  5.74%
# False negatives:     23426  52.20%
# TCR(l=50): 0.497682  SpamRecall: 47.802%  SpamPrec: 94.142%

##### 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: 175599  94.81%
# Correctly spam:     145891  40.50%
# False positives:      9620  5.19%
# False negatives:    214350  59.50%
# TCR(l=50): 0.518071  SpamRecall: 40.498%  SpamPrec: 93.814%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22018  94.73%
# Correctly spam:      18133  40.40%
# False positives:      1226  5.27%
# False negatives:     26746  59.60%
# TCR(l=50): 0.509722  SpamRecall: 40.404%  SpamPrec: 93.667%