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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181261  17.969%  (98.901% of non-spam corpus)
# Correctly spam:     459049  45.506%  (55.610% of spam corpus)
# False positives:      2015  0.200%  (1.099% of nonspam, 543055 weighted)
# False negatives:    366431  36.325%  (44.390% of spam, 1111740 weighted)
# Average score for spam:  6.8    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              1008756  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22760  98.90%
# Correctly spam:      57313  55.69%
# False positives:       253  1.10%
# False negatives:     45600  44.31%
# TCR(l=50): 1.766747  SpamRecall: 55.691%  SpamPrec: 99.561%

##### 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: 182980  99.84%
# Correctly spam:      49897  6.04%
# False positives:       296  0.16%
# False negatives:    775583  93.96%
# TCR(l=50): 1.044405  SpamRecall: 6.045%  SpamPrec: 99.410%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22980  99.86%
# Correctly spam:       6266  6.09%
# False positives:        33  0.14%
# False negatives:     96647  93.91%
# TCR(l=50): 1.046960  SpamRecall: 6.089%  SpamPrec: 99.476%
