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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185923  59.273%  (99.231% of non-spam corpus)
# Correctly spam:      87254  27.817%  (69.080% of spam corpus)
# False positives:      1441  0.459%  (0.769% of nonspam,  62386 weighted)
# False negatives:     39054  12.451%  (30.920% of spam, 107902 weighted)
# Average score for spam:  11.7    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              313672  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23310  99.13%
# Correctly spam:      10922  68.87%
# False positives:       205  0.87%
# False negatives:      4936  31.13%
# TCR(l=50): 1.044251  SpamRecall: 68.874%  SpamPrec: 98.158%

##### 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: 186462  99.52%
# Correctly spam:      73196  57.95%
# False positives:       902  0.48%
# False negatives:     53112  42.05%
# TCR(l=50): 1.286075  SpamRecall: 57.950%  SpamPrec: 98.783%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23385  99.45%
# Correctly spam:       9164  57.79%
# False positives:       130  0.55%
# False negatives:      6694  42.21%
# TCR(l=50): 1.201910  SpamRecall: 57.788%  SpamPrec: 98.601%