DEVELOPMENT... OpenML
Run
78816

Run 78816

Task 3890 (Supervised Classification) ada_prior 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)_I160
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
0.8769
Per class
Build CPU time
2.0314
Build memory
349906893.815
F measure
0.8303
Per class
Kappa
0.5334
KB relative information score
1729.2861
Mean absolute error
0.2211
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
0.8287
Per class
Predictive accuracy
0.8356
Prior entropy
0.8085
Recall
0.8356
Per class
Relative absolute error
0.5925
Root mean prior squared error
0.4319
Root mean squared error
0.3423
Root relative squared error
0.7925
SciMark benchmark
945.3987