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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237475  18.991%  (99.020% of non-spam corpus)
# Correctly spam:     841837  67.322%  (83.298% of spam corpus)
# False positives:      2350  0.188%  (0.980% of nonspam, 650272 weighted)
# False negatives:    168795  13.499%  (16.702% of spam, 242391 weighted)
# Average score for spam:  11.3    nonspam: -0.4
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1250457  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29702  98.98%
# Correctly spam:     104975  83.22%
# False positives:       305  1.02%
# False negatives:     21169  16.78%
# TCR(l=50): 3.463687  SpamRecall: 83.218%  SpamPrec: 99.710%

##### 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: 238390  99.40%
# Correctly spam:     580260  57.42%
# False positives:      1435  0.60%
# False negatives:    430372  42.58%
# TCR(l=50): 2.012722  SpamRecall: 57.416%  SpamPrec: 99.753%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29830  99.41%
# Correctly spam:      72640  57.58%
# False positives:       177  0.59%
# False negatives:     53504  42.42%
# TCR(l=50): 2.023030  SpamRecall: 57.585%  SpamPrec: 99.757%