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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216340  38.486%  (93.506% of non-spam corpus)
# Correctly spam:     256768  45.678%  (77.630% of spam corpus)
# False positives:     15026  2.673%  (6.494% of nonspam, 2123053 weighted)
# False negatives:     73991  13.163%  (22.370% of spam, 191994 weighted)
# Average score for spam:  8.5    nonspam: 0.4
# Average for false-pos:   9.9  false-neg: 2.6
# TOTAL:              562125  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27060  93.37%
# Correctly spam:      31993  77.59%
# False positives:      1923  6.63%
# False negatives:      9240  22.41%
# TCR(l=50): 0.391242  SpamRecall: 77.591%  SpamPrec: 94.330%

##### 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: 223981  96.81%
# Correctly spam:      80087  24.21%
# False positives:      7385  3.19%
# False negatives:    250672  75.79%
# TCR(l=50): 0.533549  SpamRecall: 24.213%  SpamPrec: 91.557%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28054  96.79%
# Correctly spam:       9962  24.16%
# False positives:       929  3.21%
# False negatives:     31271  75.84%
# TCR(l=50): 0.530526  SpamRecall: 24.160%  SpamPrec: 91.470%
