Run
506267

Run 506267

Task 3914 (Supervised Classification) ar6 Uploaded 16-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.9466032839319022
weka.MultilayerPerceptron(4)_M0.36407345859526785
weka.MultilayerPerceptron(4)_N1473
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E60
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Hi
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
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
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.4883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2577
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.623
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9412
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.7169
UserCPU time millis
2980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2980
Cross-validation details (10-fold Crossvalidation)