Run
7000

Run 7000

Task 40 (Supervised Classification) glass Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
119.6549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8059
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.1035[573.95216199240421015.7907504114269479.5631527489585915.62699156216381760.5845701777503]
Total cost