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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 390327  55.436%  (99.271% of non-spam corpus)
# Correctly spam:     161275  22.905%  (51.871% of spam corpus)
# False positives:      2865  0.407%  (0.729% of nonspam,  73847 weighted)
# False negatives:    149642  21.253%  (48.129% of spam, 297753 weighted)
# Average score for spam:  6.7    nonspam: 0.7
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              704109  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48679  99.25%
# Correctly spam:      21135  54.48%
# False positives:       367  0.75%
# False negatives:     17656  45.52%
# TCR(l=50): 1.077348  SpamRecall: 54.484%  SpamPrec: 98.293%

##### 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: 384279  97.73%
# Correctly spam:      99261  31.93%
# False positives:      8913  2.27%
# False negatives:    211656  68.07%
# TCR(l=50): 0.473017  SpamRecall: 31.925%  SpamPrec: 91.760%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47858  97.58%
# Correctly spam:      12291  31.69%
# False positives:      1188  2.42%
# False negatives:     26500  68.31%
# TCR(l=50): 0.451583  SpamRecall: 31.685%  SpamPrec: 91.186%