Run
2317202

Run 2317202

Task 2077 (Supervised Classification) baseball Uploaded 22-05-2017 by Miguel Cachada
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
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

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
0.8443 ± 0.0287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9011 ± 0.0254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3638 ± 0.1983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.6671 ± 14.9016
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0585 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1164 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9067 ± 0.0446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9187 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.9187 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5023 ± 0.069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2405 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2106 ± 0.0264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8759 ± 0.098
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1533.525
UserCPU time millis
2356680
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
9590
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2347090
Cross-validation details (10-fold Crossvalidation)