Run
21072

Run 21072

Task 35 (Supervised Classification) dermatology Uploaded 18-06-2014 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)_L0.01
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
344.1339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9699
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2361
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.6151[566.31191013187331014.4538012229739483.6674820550281910.22218605324211578.4200211333489]