Run
21617

Run 21617

Task 9 (Supervised Classification) autos 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)_L0.4
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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.2393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.7557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.7512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7303
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.0818[566.67990129830931014.7208839634673483.449727694041907.70082742804311762.8578651418343]