Run
502730

Run 502730

Task 3647 (Supervised Classification) rabe_266 Uploaded 22-12-2015 by Xavier Sumba
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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)_H4, 8, 3

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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.0815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0896
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, x86_64, Mac OS X, 10.10.5]
Precision
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1678.9171
UserCPU time millis
194.358
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1.566
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
192.792
Cross-validation details (10-fold Crossvalidation)