Run
22585

Run 22585

Task 11 (Supervised Classification) balance-scale 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
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
425.6101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1307
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
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
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.551[554.7839091511904957.0176467493229472.38971539770705896.83206520091841721.73185736295]