DEVELOPMENT... OpenML
Run
80442

Run 80442

Task 3890 (Supervised Classification) ada_prior 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
0.8524
Per class
Build CPU time
0.1252
Build memory
437534887.3897
F measure
0.8131
Per class
Kappa
0.4832
KB relative information score
1665.9235
Mean absolute error
0.2224
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8112
Per class
Predictive accuracy
0.8205
Prior entropy
0.8085
Recall
0.8205
Per class
Relative absolute error
0.5959
Root mean prior squared error
0.4319
Root mean squared error
0.3548
Root relative squared error
0.8214
SciMark benchmark
943.4766