Run
19823

Run 19823

Task 50 (Supervised Classification) heart-h Uploaded 17-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_MultilayerPerceptron(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_MultilayerPerceptron(1)_I160
weka.Bagging_MultilayerPerceptron(1)_P100
weka.Bagging_MultilayerPerceptron(1)_S1
weka.Bagging_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron
weka.Bagging_MultilayerPerceptron(1)_num-slots1
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.3
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.6415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.74
Cross-validation details (10-fold Crossvalidation)