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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267743  37.405%  (99.557% of non-spam corpus)
# Correctly spam:     254422  35.544%  (56.936% of spam corpus)
# False positives:      1191  0.166%  (0.443% of nonspam, 126042 weighted)
# False negatives:    192437  26.884%  (43.064% of spam, 375845 weighted)
# Average score for spam:  8.2    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.0
# TOTAL:              715793  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33474  99.55%
# Correctly spam:      31668  56.84%
# False positives:       150  0.45%
# False negatives:     24045  43.16%
# TCR(l=50): 1.766144  SpamRecall: 56.841%  SpamPrec: 99.529%

##### 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: 267518  99.47%
# Correctly spam:     148104  33.14%
# False positives:      1416  0.53%
# False negatives:    298755  66.86%
# TCR(l=50): 1.209181  SpamRecall: 33.143%  SpamPrec: 99.053%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33450  99.48%
# Correctly spam:      18324  32.89%
# False positives:       174  0.52%
# False negatives:     37389  67.11%
# TCR(l=50): 1.208813  SpamRecall: 32.890%  SpamPrec: 99.059%