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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 310011  46.764%  (92.775% of non-spam corpus)
# Correctly spam:     252108  38.029%  (76.680% of spam corpus)
# False positives:     24143  3.642%  (7.225% of nonspam, 2024972 weighted)
# False negatives:     76670  11.565%  (23.320% of spam, 196230 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:      31417  76.63%
# False positives:      3257  7.82%
# False negatives:      9581  23.37%
# TCR(l=50): 0.237765  SpamRecall: 76.631%  SpamPrec: 90.607%

##### 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%
