Run
23281

Run 23281

Task 2072 (Supervised Classification) covertype Uploaded 24-06-2014 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)_C0.25
weka.J48(1)_M15

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
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70552.0074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0767
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
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.2874[545.07519187774661014.4538012229739486.95776015960485908.32989414330441756.6205822745662]