DEVELOPMENT... OpenML
Run
79772

Run 79772

Task 3695 (Supervised Classification) fri_c2_250_10 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)_I40
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
0.9528
Per class
Build CPU time
0.0437
Build memory
352806798.4
F measure
0.9113
Per class
Kappa
0.8072
KB relative information score
160.1088
Mean absolute error
0.1811
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9118
Per class
Predictive accuracy
0.912
Prior entropy
0.9468
Recall
0.912
Per class
Relative absolute error
0.3909
Root mean prior squared error
0.4812
Root mean squared error
0.2746
Root relative squared error
0.5706
SciMark benchmark
946.5543