Run
252711

Run 252711

Task 4249 (Supervised Classification) analcatdata_broadwaymult Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(3)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(3)_L0.3
weka.MultilayerPerceptron(3)_M0.2
weka.MultilayerPerceptron(3)_N500
weka.MultilayerPerceptron(3)_V0
weka.MultilayerPerceptron(3)_S0
weka.MultilayerPerceptron(3)_E20
weka.MultilayerPerceptron(3)_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
0.8626
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6702
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5837
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1665.5512
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0988
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2203
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2850
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6599
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6839
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.4897
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6839
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4484
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3314
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2742
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8272
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
932.5646
UserCPU time millis
19700
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
19680
Cross-validation details (10 times 10-fold Crossvalidation)