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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 351586  48.898%  (99.261% of non-spam corpus)
# Correctly spam:     153530  21.353%  (42.084% of spam corpus)
# False positives:      2619  0.364%  (0.739% of nonspam,  82954 weighted)
# False negatives:    211287  29.385%  (57.916% of spam, 433576 weighted)
# Average score for spam:  4.6    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              719022  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43471  98.47%
# Correctly spam:      19126  42.05%
# False positives:       674  1.53%
# False negatives:     26355  57.95%
# TCR(l=50): 0.757322  SpamRecall: 42.053%  SpamPrec: 96.596%

##### 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: 347305  98.05%
# Correctly spam:      99010  27.14%
# False positives:      6900  1.95%
# False negatives:    265807  72.86%
# TCR(l=50): 0.597270  SpamRecall: 27.140%  SpamPrec: 93.485%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43316  98.12%
# Correctly spam:      12281  27.00%
# False positives:       829  1.88%
# False negatives:     33200  73.00%
# TCR(l=50): 0.609257  SpamRecall: 27.002%  SpamPrec: 93.677%