Run
244852

Run 244852

Task 9 (Supervised Classification) autos 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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.2236
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0731
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3309
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
924.1296
UserCPU time millis
7410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7400
Cross-validation details (10-fold Crossvalidation)