Run
6046564

Run 6046564

Task 23 (Supervised Classification) cmc Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_LWL_MultilayerPerceptron(1)Weka implementation of AttributeSelectedClassifier
weka.MultilayerPerceptron(8)_L0.6369966486399747
weka.MultilayerPerceptron(8)_M0.6365891416150197
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S1
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Btrue
weka.MultilayerPerceptron(8)_Hi
weka.MultilayerPerceptron(8)_Dtrue
weka.AttributeSelectedClassifier_LWL_MultilayerPerceptron(1)_Eweka.attributeSelection.CfsSubsetEval -L -P 1 -E 1
weka.AttributeSelectedClassifier_LWL_MultilayerPerceptron(1)_Sweka.attributeSelection.GreedyStepwise -T -1.7976931348623157E308 -N 27 -num-slots 1
weka.AttributeSelectedClassifier_LWL_MultilayerPerceptron(1)_Wweka.classifiers.lazy.LWL
weka.LWL_MultilayerPerceptron(1)_Atrue
weka.LWL_MultilayerPerceptron(1)_K-1
weka.LWL_MultilayerPerceptron(1)_U0
weka.LWL_MultilayerPerceptron(1)_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
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3584
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9119
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.8438
UserCPU time millis
1085860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1085860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)