DEVELOPMENT... OpenML
Run
77279

Run 77279

Task 3921 (Supervised Classification) jEdit_4.0_4.2 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
0.8255
Per class
Build CPU time
2.0892
Build memory
1071711706.6861
F measure
0.7592
Per class
Kappa
0.5183
KB relative information score
106.5911
Mean absolute error
0.3179
Mean prior absolute error
0.4998
Number of instances
274
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7595
Per class
Predictive accuracy
0.7591
Prior entropy
0.9997
Recall
0.7591
Per class
Relative absolute error
0.636
Root mean prior squared error
0.4999
Root mean squared error
0.4122
Root relative squared error
0.8247
SciMark benchmark
934.9553