DEVELOPMENT... OpenML
Run
80485

Run 80485

Task 3915 (Supervised Classification) kc3 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8062
Per class
Build CPU time
0.0227
Build memory
2627422494.2533
F measure
0.8828
Per class
Kappa
0.1913
KB relative information score
-90.9119
Mean absolute error
0.1394
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8823
Per class
Predictive accuracy
0.9083
Prior entropy
0.4551
Recall
0.9083
Per class
Relative absolute error
0.8123
Root mean prior squared error
0.2917
Root mean squared error
0.2769
Root relative squared error
0.9493
SciMark benchmark
949.2096