Run
16993

Run 16993

Task 2072 (Supervised Classification) covertype Uploaded 06-06-2014 by Joaquin Vanschoren
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Flow

weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B15

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
0.7047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4156
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44869.0275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1021
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
0.6066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0501
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.0312[561.2100229485231013.919993711725481.28276544297296905.5060508708661753.2370197795062]