Run
17722

Run 17722

Task 38 (Supervised Classification) ecoli Uploaded 09-06-2014 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)_L0.5
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
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.8985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.0088[562.47681402932691012.3220633477529481.93081680843505904.56866745157771748.7457828491113]