Run
548913

Run 548913

Task 3816 (Supervised Classification) splice Uploaded 05-04-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Wweka.classifiers.trees.RandomForest

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.

22 Evaluation measures

Area under ROC curve
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2624.144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0983
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4993
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.999
Cross-validation details (10-fold Crossvalidation)
Recall
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4125
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4354
UserCPU time millis
312.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
93.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
218.75
Cross-validation details (10-fold Crossvalidation)