DEVELOPMENT... OpenML
Run
77101

Run 77101

Task 3620 (Supervised Classification) fri_c0_100_5 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9114
Per class
Build CPU time
0.535
Build memory
826256328
F measure
0.8501
Per class
Kappa
0.6986
KB relative information score
46.6166
Mean absolute error
0.2871
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8504
Per class
Predictive accuracy
0.85
Prior entropy
0.9956
Recall
0.85
Per class
Relative absolute error
0.5778
Root mean prior squared error
0.4984
Root mean squared error
0.3492
Root relative squared error
0.7007
SciMark benchmark
929.8269