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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 521944  42.806%  (99.615% of non-spam corpus)
# Correctly spam:     539499  44.245%  (77.584% of spam corpus)
# False positives:      2019  0.166%  (0.385% of nonspam,  78695 weighted)
# False negatives:    155875  12.784%  (22.416% of spam, 384378 weighted)
# Average score for spam:  11.3    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              1219337  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65157  99.60%
# Correctly spam:      67414  77.73%
# False positives:       262  0.40%
# False negatives:     19309  22.27%
# TCR(l=50): 2.675892  SpamRecall: 77.735%  SpamPrec: 99.613%

##### 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: 509805  97.30%
# Correctly spam:     304346  43.77%
# False positives:     14158  2.70%
# False negatives:    391028  56.23%
# TCR(l=50): 0.632775  SpamRecall: 43.767%  SpamPrec: 95.555%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  63617  97.25%
# Correctly spam:      37923  43.73%
# False positives:      1802  2.75%
# False negatives:     48800  56.27%
# TCR(l=50): 0.624356  SpamRecall: 43.729%  SpamPrec: 95.464%