DEVELOPMENT... OpenML
Run
80695

Run 80695

Task 1768 (Supervised Classification) labor 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
0.9138
Per class
Build CPU time
0.0021
Build memory
972319534.4
F measure
0.8404
Per class
Kappa
0.643
KB relative information score
132.3082
Mean absolute error
0.2546
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.847
Per class
Predictive accuracy
0.8456
Prior entropy
0.9393
Recall
0.8456
Per class
Relative absolute error
0.557
Root mean prior squared error
0.4773
Root mean squared error
0.3445
Root relative squared error
0.7218
SciMark benchmark
919.2952