Run
562721

Run 562721

Task 3880 (Supervised Classification) arrhythmia Uploaded 17-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest (1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.9648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3508
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3926
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.3565
UserCPU time millis
312.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
281.25
Cross-validation details (10-fold Crossvalidation)