Run
23990

Run 23990

Task 31 (Supervised Classification) credit-g Uploaded 29-06-2014 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)_L0.05
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
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
298.3686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2781
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.7353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
898.074[538.5120703406603962.5149440775591458.4721693006554864.30596986288531666.5649728349294]