Run
12624

Run 12624

Task 4 (Supervised Classification) labor Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.7658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2834
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.8168[563.9316334041723877.8838572232665484.54051677983614908.01521433887441769.7127006129608]