DEVELOPMENT... OpenML
Run
80664

Run 80664

Task 2273 (Supervised Classification) meta_batchincremental.arff 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
0.6621
Per class
Build CPU time
0.0057
Build memory
744505536.6486
F measure
0.635
Per class
Kappa
0.2768
KB relative information score
10.5901
Mean absolute error
0.2115
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
0.6145
Per class
Predictive accuracy
0.6622
Prior entropy
1.3842
Recall
0.6622
Per class
Relative absolute error
0.8395
Root mean prior squared error
0.3504
Root mean squared error
0.3539
Root relative squared error
1.01
SciMark benchmark
941.5201