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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182133  40.496%  (96.834% of non-spam corpus)
# Correctly spam:     179933  40.007%  (68.763% of spam corpus)
# False positives:      5954  1.324%  (3.166% of nonspam, 250254 weighted)
# False negatives:     81739  18.174%  (31.237% of spam, 173829 weighted)
# Average score for spam:  7.6    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              449759  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22822  96.73%
# Correctly spam:      22493  68.76%
# False positives:       771  3.27%
# False negatives:     10218  31.24%
# TCR(l=50): 0.670747  SpamRecall: 68.763%  SpamPrec: 96.686%

##### 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: 182549  97.06%
# Correctly spam:      38979  14.90%
# False positives:      5538  2.94%
# False negatives:    222693  85.10%
# TCR(l=50): 0.523770  SpamRecall: 14.896%  SpamPrec: 87.560%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22880  96.98%
# Correctly spam:       4758  14.55%
# False positives:       713  3.02%
# False negatives:     27953  85.45%
# TCR(l=50): 0.514300  SpamRecall: 14.546%  SpamPrec: 86.968%