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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148519  27.359%  (99.467% of non-spam corpus)
# Correctly spam:     345629  63.670%  (87.828% of spam corpus)
# False positives:       796  0.147%  (0.533% of nonspam, 131920 weighted)
# False negatives:     47902  8.824%  (12.172% of spam, 137462 weighted)
# Average score for spam:  12.8    nonspam: -0.5
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              542846  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18620  99.42%
# Correctly spam:      43159  87.92%
# False positives:       109  0.58%
# False negatives:      5931  12.08%
# TCR(l=50): 4.313329  SpamRecall: 87.918%  SpamPrec: 99.748%

##### 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: 148875  99.71%
# Correctly spam:     145215  36.90%
# False positives:       440  0.29%
# False negatives:    248316  63.10%
# TCR(l=50): 1.455818  SpamRecall: 36.901%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18683  99.75%
# Correctly spam:      18222  37.12%
# False positives:        46  0.25%
# False negatives:     30868  62.88%
# TCR(l=50): 1.480041  SpamRecall: 37.120%  SpamPrec: 99.748%