Run
1842340

Run 1842340

Task 125966 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by koen de Raad
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Flow

weka.Vote_RandomForest(2)Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc.. J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
weka.Vote_RandomForest(2)_RMAJ
weka.Vote_RandomForest(2)_S1
weka.Vote_RandomForest(2)_Bweka.classifiers.trees.RandomForest -I 100 -K 0 -S 1 -num-slots 1

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
0.5498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2730.2691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1521
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
0.8392
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.39
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0513
Cross-validation details (10-fold Crossvalidation)