DEVELOPMENT... OpenML
Run
79904

Run 79904

Task 2273 (Supervised Classification) meta_batchincremental.arff Uploaded 01-12-2014 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)_I40
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
0.6915
Per class
Build CPU time
0.023
Build memory
497468664.2162
F measure
0.5837
Per class
Kappa
0.1088
KB relative information score
9.1411
Mean absolute error
0.2137
Mean prior absolute error
0.2519
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5463
Per class
Predictive accuracy
0.6351
Prior entropy
1.3842
Recall
0.6351
Per class
Relative absolute error
0.8483
Root mean prior squared error
0.3504
Root mean squared error
0.3443
Root relative squared error
0.9824
SciMark benchmark
919.2952