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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100462  7.760%  (99.790% of non-spam corpus)
# Correctly spam:     1149292  88.780%  (96.266% of spam corpus)
# False positives:       211  0.016%  (0.210% of nonspam, 145997 weighted)
# False negatives:     44579  3.444%  (3.734% of spam,  97126 weighted)
# Average score for spam:  14.8    nonspam: -0.7
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1294544  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12709  99.80%
# Correctly spam:     143540  96.25%
# False positives:        26  0.20%
# False negatives:      5593  3.75%
# TCR(l=50): 21.635427  SpamRecall: 96.250%  SpamPrec: 99.982%

##### 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:  98570  97.91%
# Correctly spam:     816966  68.43%
# False positives:      2103  2.09%
# False negatives:    376905  31.57%
# TCR(l=50): 2.476628  SpamRecall: 68.430%  SpamPrec: 99.743%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12458  97.82%
# Correctly spam:     101946  68.36%
# False positives:       277  2.18%
# False negatives:     47187  31.64%
# TCR(l=50): 2.443321  SpamRecall: 68.359%  SpamPrec: 99.729%