Run
506330

Run 506330

Task 9948 (Supervised Classification) heart-switzerland Uploaded 18-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.4500084218620979
weka.MultilayerPerceptron(4)_M0.938049561196192
weka.MultilayerPerceptron(4)_N880
weka.MultilayerPerceptron(4)_V38
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_Ha
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue
weka.MultilayerPerceptron(4)_Dtrue

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
0.5202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0212
KB relative information score
17.7459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.2189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3104
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1257.7507
UserCPU time millis
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (10-fold Crossvalidation)