Run
506331

Run 506331

Task 9952 (Supervised Classification) phoneme Uploaded 18-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.1087269133501124
weka.MultilayerPerceptron(4)_M0.13862623582345235
weka.MultilayerPerceptron(4)_N286
weka.MultilayerPerceptron(4)_V16
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E67
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ht
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
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2421.8592
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.1889
UserCPU time millis
2090
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2080
Cross-validation details (10-fold Crossvalidation)