Run
16924

Run 16924

Task 2072 (Supervised Classification) covertype Uploaded 05-06-2014 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
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61672.5365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0914
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7709
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0035[563.20328422654151013.6533323510344482.58056402979616908.95975824819551756.6205822745662]