Run
24755

Run 24755

Task 2072 (Supervised Classification) covertype Uploaded 16-07-2014 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32282.1355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1641
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
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8553
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
894.8055[530.00321247938959.6389974301647458.2765060687854860.05246599034941666.0564794052927]