DEVELOPMENT... OpenML
Run
80481

Run 80481

Task 3913 (Supervised Classification) kc2 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
0.7982
Per class
Build CPU time
0.0321
Build memory
512481011.8314
F measure
0.8275
Per class
Kappa
0.4359
KB relative information score
145.4851
Mean absolute error
0.2093
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8291
Per class
Predictive accuracy
0.8429
Prior entropy
0.734
Recall
0.8429
Per class
Relative absolute error
0.6409
Root mean prior squared error
0.4037
Root mean squared error
0.3496
Root relative squared error
0.866
SciMark benchmark
947.4258