Run
16205

Run 16205

Task 2072 (Supervised Classification) covertype Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.01
weka.J48(1)_M5

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
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70272.5063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0769
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
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6797
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9328[554.60752005669281013.9200573100866481.71457151086304910.53839766977511758.8835103978397]