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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177397  40.751%  (95.926% of non-spam corpus)
# Correctly spam:     140286  32.226%  (56.027% of spam corpus)
# False positives:      7534  1.731%  (4.074% of nonspam, 301440 weighted)
# False negatives:    110106  25.293%  (43.973% of spam, 322548 weighted)
# Average score for spam:  5.4    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.9
# TOTAL:              435323  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22090  95.17%
# Correctly spam:      17590  56.32%
# False positives:      1122  4.83%
# False negatives:     13642  43.68%
# TCR(l=50): 0.447822  SpamRecall: 56.320%  SpamPrec: 94.004%

##### 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: 177323  95.89%
# Correctly spam:     105005  41.94%
# False positives:      7608  4.11%
# False negatives:    145387  58.06%
# TCR(l=50): 0.476223  SpamRecall: 41.936%  SpamPrec: 93.244%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22221  95.73%
# Correctly spam:      13125  42.02%
# False positives:       991  4.27%
# False negatives:     18107  57.98%
# TCR(l=50): 0.461623  SpamRecall: 42.024%  SpamPrec: 92.980%