Run
2315675

Run 2315675

Task 2077 (Supervised Classification) baseball Uploaded 22-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
weka.MultilayerPerceptron(8)_Dtrue

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
0.9568 ± 0.0239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9031 ± 0.0074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4434 ± 0.0468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
264.5934 ± 11.2768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.09 ± 0.0065
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
0.8799 ± 0.0081
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9276 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.9276 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7729 ± 0.0509
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
0.1874 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7793 ± 0.0497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1459.5103
UserCPU time millis
2328880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
9520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2319360
Cross-validation details (10-fold Crossvalidation)