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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143931  17.094%  (99.834% of non-spam corpus)
# Correctly spam:     644111  76.497%  (92.301% of spam corpus)
# False positives:       240  0.029%  (0.166% of nonspam,  72655 weighted)
# False negatives:     53723  6.380%  (7.699% of spam, 174863 weighted)
# Average score for spam:  9.6    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 3.3
# TOTAL:              842005  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18044  99.79%
# Correctly spam:      80281  92.21%
# False positives:        38  0.21%
# False negatives:      6784  7.79%
# TCR(l=50): 10.025910  SpamRecall: 92.208%  SpamPrec: 99.953%

##### 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: 143536  99.56%
# Correctly spam:     441934  63.33%
# False positives:       635  0.44%
# False negatives:    255900  36.67%
# TCR(l=50): 2.425983  SpamRecall: 63.329%  SpamPrec: 99.857%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17993  99.51%
# Correctly spam:      55022  63.20%
# False positives:        89  0.49%
# False negatives:     32043  36.80%
# TCR(l=50): 2.385800  SpamRecall: 63.196%  SpamPrec: 99.839%