Run
506712

Run 506712

Task 10095 (Supervised Classification) breast-tissue Uploaded 21-01-2016 by Casey Davis
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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)_S1
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ha
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue

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
0.4899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.3242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.2716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.1981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.6272
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)