Run
505110

Run 505110

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-01-2016 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)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_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
0.6057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.517
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
416.3123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.5095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.8253
UserCPU time millis
644730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
643830
Cross-validation details (10-fold Crossvalidation)