Run
19999

Run 19999

Task 2072 (Supervised Classification) covertype Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I10
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80331.3803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0523
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
0.8396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.8415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.632
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.9464[560.84909930399091013.1204302006943483.0148066605872906.75889678256981750.9885882679507]