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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167424  54.827%  (99.550% of non-spam corpus)
# Correctly spam:      96025  31.446%  (69.997% of spam corpus)
# False positives:       757  0.248%  (0.450% of nonspam,  40037 weighted)
# False negatives:     41159  13.479%  (30.003% of spam,  83460 weighted)
# Average score for spam:  10.3    nonspam: -0.1
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              305365  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21087  99.53%
# Correctly spam:      12007  69.89%
# False positives:       100  0.47%
# False negatives:      5174  30.11%
# TCR(l=50): 1.688716  SpamRecall: 69.885%  SpamPrec: 99.174%

##### 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: 167864  99.81%
# Correctly spam:      48110  35.07%
# False positives:       317  0.19%
# False negatives:     89074  64.93%
# TCR(l=50): 1.307461  SpamRecall: 35.070%  SpamPrec: 99.345%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21143  99.79%
# Correctly spam:       5991  34.87%
# False positives:        44  0.21%
# False negatives:     11190  65.13%
# TCR(l=50): 1.283122  SpamRecall: 34.870%  SpamPrec: 99.271%