DEVELOPMENT... OpenML
Run
78968

Run 78968

Task 3837 (Supervised Classification) hayes-roth 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
0.905
Per class
Build CPU time
0.0592
Build memory
1516851258.4849
F measure
0.7741
Per class
Kappa
0.5276
KB relative information score
68.9541
Mean absolute error
0.224
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.777
Per class
Predictive accuracy
0.7727
Prior entropy
0.9635
Recall
0.7727
Per class
Relative absolute error
0.4719
Root mean prior squared error
0.4869
Root mean squared error
0.3635
Root relative squared error
0.7466
SciMark benchmark
929.0404