Run
23526

Run 23526

Task 42 (Supervised Classification) haberman Uploaded 26-06-2014 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)_L0.4
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
0.6611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.2866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3326
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
0.667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.4425[551.45133768531221014.7209476623404489.39918924322484912.7575910626911758.8835103978397]