Run
21382

Run 21382

Task 2072 (Supervised Classification) covertype Uploaded 19-06-2014 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)_M10

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
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72916.1351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0711
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
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
929.9834[558.3356592612839994.8141311039286469.9088768785109895.30055461308191731.5579169965645]