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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237436  18.988%  (99.004% of non-spam corpus)
# Correctly spam:     842121  67.345%  (83.327% of spam corpus)
# False positives:      2389  0.191%  (0.996% of nonspam, 658241 weighted)
# False negatives:    168507  13.476%  (16.673% of spam, 242975 weighted)
# Average score for spam:  11.3    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 1.4
# TOTAL:              1250453  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:     104993  83.23%
# False positives:       305  1.02%
# False negatives:     21150  16.77%
# TCR(l=50): 3.465467  SpamRecall: 83.233%  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:     580333  57.42%
# False positives:      1435  0.60%
# False negatives:    430295  42.58%
# TCR(l=50): 2.013023  SpamRecall: 57.423%  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:      72677  57.61%
# False positives:       177  0.59%
# False negatives:     53466  42.39%
# TCR(l=50): 2.024247  SpamRecall: 57.615%  SpamPrec: 99.757%