Run
3416361

Run 3416361

Task 31 (Supervised Classification) credit-g Uploaded 01-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultilayerPerceptron(2)Weka implementation of FilteredClassifier
weka.MultilayerPerceptron(8)_L0.3
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N100
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ha
weka.MultilayerPerceptron(8)_Dtrue
weka.FilteredClassifier_MultilayerPerceptron(2)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultilayerPerceptron(2)_Wweka.classifiers.functions.MultilayerPerceptron

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
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.7671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.31
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8935
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1330.763
UserCPU time millis
3410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3400
Cross-validation details (10-fold Crossvalidation)