Run
593559

Run 593559

Task 3845 (Supervised Classification) heart-c Uploaded 15-06-2016 by Martijn Post
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N5000
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H1

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
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.4815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2501
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8089
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1787.9841
UserCPU time millis
1343.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1343.75
Cross-validation details (10-fold Crossvalidation)