Run
11376

Run 11376

Task 40 (Supervised Classification) glass Uploaded 22-05-2014 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)_C0.9
weka.J48(1)_M5

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
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.6121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
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
0.6351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.3116[567.97153489657241015.7907504114269483.449727694041911.48820099582031762.8577294742872]