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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145444  22.720%  (93.701% of non-spam corpus)
# Correctly spam:     354304  55.347%  (73.062% of spam corpus)
# False positives:      9777  1.527%  (6.299% of nonspam, 935889 weighted)
# False negatives:    130629  20.406%  (26.938% of spam, 277848 weighted)
# Average score for spam:  6.9    nonspam: 1.3
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              640154  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18297  93.65%
# Correctly spam:      44291  73.16%
# False positives:      1241  6.35%
# False negatives:     16249  26.84%
# TCR(l=50): 0.773190  SpamRecall: 73.160%  SpamPrec: 97.274%

##### 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: 146840  94.60%
# Correctly spam:      72781  15.01%
# False positives:      8381  5.40%
# False negatives:    412152  84.99%
# TCR(l=50): 0.583412  SpamRecall: 15.008%  SpamPrec: 89.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18471  94.54%
# Correctly spam:       9324  15.40%
# False positives:      1067  5.46%
# False negatives:     51216  84.60%
# TCR(l=50): 0.578964  SpamRecall: 15.401%  SpamPrec: 89.731%