Run
506198

Run 506198

Task 40 (Supervised Classification) glass Uploaded 16-01-2016 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
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.2561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.16.0-38-generic]
Precision
0.6404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5237
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
478.0591
UserCPU time millis
1360
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1340
Cross-validation details (10-fold Crossvalidation)