Run
20043

Run 20043

Task 2072 (Supervised Classification) covertype Uploaded 18-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.2
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
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63484.9715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0879
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
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7508
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.8311[562.83983636088461014.7208839634673480.85168147774846909.59057174132591761.152276377127]