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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 310007  46.763%  (92.774% of non-spam corpus)
# Correctly spam:     251897  37.997%  (76.616% of spam corpus)
# False positives:     24147  3.642%  (7.226% of nonspam, 2025073 weighted)
# False negatives:     76881  11.597%  (23.384% of spam, 197188 weighted)
# Average score for spam:  9.1    nonspam: 0.1
# Average for false-pos:   8.5  false-neg: 2.6
# TOTAL:              662932  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38384  92.18%
# Correctly spam:      31406  76.60%
# False positives:      3257  7.82%
# False negatives:      9592  23.40%
# TCR(l=50): 0.237750  SpamRecall: 76.604%  SpamPrec: 90.604%

##### 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: 324941  97.24%
# Correctly spam:      74955  22.80%
# False positives:      9213  2.76%
# False negatives:    253823  77.20%
# TCR(l=50): 0.460169  SpamRecall: 22.798%  SpamPrec: 89.054%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40391  97.00%
# Correctly spam:       9441  23.03%
# False positives:      1250  3.00%
# False negatives:     31557  76.97%
# TCR(l=50): 0.435885  SpamRecall: 23.028%  SpamPrec: 88.308%