DEVELOPMENT... OpenML
Run
15943

Run 15943

Task 2072 (Supervised Classification) covertype Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.9381
Per class
F measure
0.8505
Per class
Kappa
0.7723
KB relative information score
74601.6876
Mean absolute error
0.0719
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
0.8509
Per class
Predictive accuracy
0.8553
Prior entropy
1.8698
Recall
0.8553
Per class
Relative absolute error
0.388
Root mean prior squared error
0.3044
Root mean squared error
0.1863
Root relative squared error
0.612
SciMark benchmark
941.0154[566.86405431965431011.5249537742577482.58056402979616892.5570199707421751.5502557672817]