Run
593337

Run 593337

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 15-06-2016 by Jan van Rijn
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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
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-47.7118
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0388
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1700.4412
UserCPU time millis
3770
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3770
Cross-validation details (10-fold Crossvalidation)