DEVELOPMENT... OpenML
Run
80120

Run 80120

Task 3635 (Supervised Classification) fri_c1_250_50 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)_I20
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
0.8569
Per class
Build CPU time
0.0407
Build memory
1209290940
F measure
0.7756
Per class
Kappa
0.5464
KB relative information score
74.9872
Mean absolute error
0.3662
Mean prior absolute error
0.4954
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
0.7756
Per class
Predictive accuracy
0.776
Prior entropy
0.9934
Recall
0.776
Per class
Relative absolute error
0.7392
Root mean prior squared error
0.4977
Root mean squared error
0.4057
Root relative squared error
0.8152
SciMark benchmark
949.2096

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