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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178262  42.029%  (99.577% of non-spam corpus)
# Correctly spam:     194072  45.756%  (79.174% of spam corpus)
# False positives:       758  0.179%  (0.423% of nonspam,  63413 weighted)
# False negatives:     51049  12.036%  (20.826% of spam, 108847 weighted)
# Average score for spam:  10.7    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              424141  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22393  99.57%
# Correctly spam:      24219  79.11%
# False positives:        97  0.43%
# False negatives:      6394  20.89%
# TCR(l=50): 2.722608  SpamRecall: 79.113%  SpamPrec: 99.601%

##### 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: 178607  99.77%
# Correctly spam:     145723  59.45%
# False positives:       413  0.23%
# False negatives:     99398  40.55%
# TCR(l=50): 2.041858  SpamRecall: 59.449%  SpamPrec: 99.717%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22441  99.78%
# Correctly spam:      18139  59.25%
# False positives:        49  0.22%
# False negatives:     12474  40.75%
# TCR(l=50): 2.051260  SpamRecall: 59.253%  SpamPrec: 99.731%