Run
535820

Run 535820

Task 29 (Supervised Classification) credit-approval Uploaded 09-03-2016 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)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_Ha

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
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
444.1752
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1759
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1887.4343
UserCPU time millis
5444.4349
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5428.8348
Cross-validation details (10-fold Crossvalidation)