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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176486  31.331%  (99.260% of non-spam corpus)
# Correctly spam:     300156  53.286%  (77.863% of spam corpus)
# False positives:      1316  0.234%  (0.740% of nonspam, 182071 weighted)
# False negatives:     85337  15.150%  (22.137% of spam, 271470 weighted)
# Average score for spam:  8.2    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 3.2
# TOTAL:              563295  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22149  99.17%
# Correctly spam:      37381  77.82%
# False positives:       185  0.83%
# False negatives:     10652  22.18%
# TCR(l=50): 2.413476  SpamRecall: 77.824%  SpamPrec: 99.508%

##### 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: 176911  99.50%
# Correctly spam:     285044  73.94%
# False positives:       891  0.50%
# False negatives:    100449  26.06%
# TCR(l=50): 2.658591  SpamRecall: 73.943%  SpamPrec: 99.688%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22201  99.40%
# Correctly spam:      35490  73.89%
# False positives:       133  0.60%
# False negatives:     12543  26.11%
# TCR(l=50): 2.502631  SpamRecall: 73.887%  SpamPrec: 99.627%