Run
541915

Run 541915

Task 3880 (Supervised Classification) arrhythmia Uploaded 23-03-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)Weka implementation of AttributeSelectedClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)_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.

22 Evaluation measures

Area under ROC curve
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.5945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3054
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 7, 6.1]
Precision
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8803
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
234.0015
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
234.0015
Cross-validation details (10-fold Crossvalidation)