DEVELOPMENT... OpenML
Run
80385

Run 80385

Task 277 (Supervised Classification) tae 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
0.76
Per class
Build CPU time
0.005
Build memory
898182168
F measure
0.5969
Per class
Kappa
0.3905
KB relative information score
18.6883
Mean absolute error
0.3098
Mean prior absolute error
0.4445
Number of instances
49
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6139
Per class
Predictive accuracy
0.5918
Prior entropy
1.5845
Recall
0.5918
Per class
Relative absolute error
0.697
Root mean prior squared error
0.4715
Root mean squared error
0.4361
Root relative squared error
0.925
SciMark benchmark
919.2952