Run
21494

Run 21494

Task 42 (Supervised Classification) haberman Uploaded 19-06-2014 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)_L0.1
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
0.6813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.1977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.328
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
0.6859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0096
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.4069[556.73178976750961013.6533323510344470.52664044102374910.53832226537881760.5845701777503]