Run
8643

Run 8643

Task 9 (Supervised Classification) autos Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.REPTree(1)Weka implementation of REPTree
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.4633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1385
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
0.5447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.29
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.874
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
950.1899[568.52692162335691015.7906865781697484.54051677983614911.80521739130441770.2863098224536]