Run
244922

Run 244922

Task 252 (Supervised Classification) mfeat-zernike Uploaded 03-03-2015 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptronCS(1)Weka implementation of MultilayerPerceptronCS
weka.MultilayerPerceptronCS(1)_L0.3
weka.MultilayerPerceptronCS(1)_M0.2
weka.MultilayerPerceptronCS(1)_N500
weka.MultilayerPerceptronCS(1)_V0
weka.MultilayerPerceptronCS(1)_S0
weka.MultilayerPerceptronCS(1)_E20
weka.MultilayerPerceptronCS(1)_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
0.9723
Per class
Cross-validation details (33% Holdout set)
F measure
0.8285
Per class
Cross-validation details (33% Holdout set)
Kappa
0.813
Cross-validation details (33% Holdout set)
KB relative information score
548.1225
Cross-validation details (33% Holdout set)
Mean absolute error
0.0387
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
660
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8264
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8318
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.8318
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2152
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1676
Cross-validation details (33% Holdout set)
Root relative squared error
0.5586
Cross-validation details (33% Holdout set)
SciMark benchmark
1333.5799
UserCPU time millis
35590
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
35550
Cross-validation details (33% Holdout set)