DEVELOPMENT... OpenML
Run
19999

Run 19999

Task 2072 (Supervised Classification) covertype Uploaded 18-06-2014 by Felicia West
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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
F measure
0.8405
Per class
Kappa
0.7547
KB relative information score
80331.3803
Mean absolute error
0.0523
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8396
Per class
Predictive accuracy
0.8415
Prior entropy
1.8698
Recall
0.8415
Per class
Relative absolute error
0.282
Root mean prior squared error
0.3044
Root mean squared error
0.1924
Root relative squared error
0.632
SciMark benchmark
942.9464[560.84909930399091013.1204302006943483.0148066605872906.75889678256981750.9885882679507]