Run
24221

Run 24221

Task 48 (Supervised Classification) heart-c Uploaded 02-07-2014 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)_L0.05
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
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.8053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0816
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7808
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
891.3287[530.648211553412961.0747621016069455.7478133869096854.72451092006871654.4482072513579]