Run
22479

Run 22479

Task 42 (Supervised Classification) haberman Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.01
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6537
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.6475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3535
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9632
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
895.2347[554.2550361521621010.9942233373424483.88543266528814884.72492328321121542.3138954966648]