Run
569734

Run 569734

Task 3524 (Supervised Classification) fbis.wc Uploaded 30-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_HoeffdingTree(1)Weka implementation of AttributeSelectedClassifier
weka.HoeffdingTree(4)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
weka.HoeffdingTree(4)_N0.0
weka.AttributeSelectedClassifier_HoeffdingTree(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_HoeffdingTree(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_HoeffdingTree(1)_Wweka.classifiers.trees.HoeffdingTree

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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1077.5575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.065
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.4482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
963.6384
UserCPU time millis
64900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
870
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
64030
Cross-validation details (10-fold Crossvalidation)