Run
8010

Run 8010

Task 9 (Supervised Classification) autos 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)_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
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.1344[564.47918720052971014.4538012229739483.0147548568529910.53832226537881748.186045654969]