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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160396  45.490%  (99.818% of non-spam corpus)
# Correctly spam:     141168  40.036%  (73.559% of spam corpus)
# False positives:       293  0.083%  (0.182% of nonspam,  20756 weighted)
# False negatives:     50742  14.391%  (26.441% of spam, 163645 weighted)
# Average score for spam:  9.0    nonspam: 0.1
# Average for false-pos:   5.9  false-neg: 3.2
# TOTAL:              352599  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20206  99.80%
# Correctly spam:      17765  73.77%
# False positives:        40  0.20%
# False negatives:      6317  26.23%
# TCR(l=50): 2.895515  SpamRecall: 73.769%  SpamPrec: 99.775%

##### 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: 159915  99.52%
# Correctly spam:      70230  36.60%
# False positives:       774  0.48%
# False negatives:    121680  63.40%
# TCR(l=50): 1.196596  SpamRecall: 36.595%  SpamPrec: 98.910%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20153  99.54%
# Correctly spam:       8822  36.63%
# False positives:        93  0.46%
# False negatives:     15260  63.37%
# TCR(l=50): 1.209543  SpamRecall: 36.633%  SpamPrec: 98.957%