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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 327271  53.866%  (99.135% of non-spam corpus)
# Correctly spam:      78272  12.883%  (28.213% of spam corpus)
# False positives:      2856  0.470%  (0.865% of nonspam,  71262 weighted)
# False negatives:    199164  32.781%  (71.787% of spam, 522534 weighted)
# Average score for spam:  4.4    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              607563  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40821  99.19%
# Correctly spam:       9859  28.40%
# False positives:       333  0.81%
# False negatives:     24850  71.60%
# TCR(l=50): 0.836361  SpamRecall: 28.405%  SpamPrec: 96.733%

##### 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: 327686  99.26%
# Correctly spam:      58146  20.96%
# False positives:      2441  0.74%
# False negatives:    219290  79.04%
# TCR(l=50): 0.812785  SpamRecall: 20.958%  SpamPrec: 95.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40867  99.30%
# Correctly spam:       7322  21.10%
# False positives:       287  0.70%
# False negatives:     27387  78.90%
# TCR(l=50): 0.831612  SpamRecall: 21.095%  SpamPrec: 96.228%