Run
1842802

Run 1842802

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Pepijn Obels
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Flow

weka.MultiClassClassifier_REPTree(1)Weka implementation of MultiClassClassifier
weka.REPTree(17)_M2
weka.REPTree(17)_V0.001
weka.REPTree(17)_N3
weka.REPTree(17)_S1
weka.REPTree(17)_L-1
weka.REPTree(17)_I0.0
weka.MultiClassClassifier_REPTree(1)_M0
weka.MultiClassClassifier_REPTree(1)_R2.0
weka.MultiClassClassifier_REPTree(1)_S1
weka.MultiClassClassifier_REPTree(1)_Wweka.classifiers.trees.REPTree

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2983
Cross-validation details (10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.5281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.985
Cross-validation details (10-fold Crossvalidation)
Total cost
2499
Cross-validation details (10-fold Crossvalidation)