DEVELOPMENT... OpenML
Run
77320

Run 77320

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.9704
Per class
Build CPU time
4.3215
Build memory
1706423139.2
F measure
0.9199
Per class
Kappa
0.838
KB relative information score
313.6888
Mean absolute error
0.2049
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9202
Per class
Predictive accuracy
0.92
Prior entropy
0.9934
Recall
0.92
Per class
Relative absolute error
0.4136
Root mean prior squared error
0.4977
Root mean squared error
0.276
Root relative squared error
0.5545
SciMark benchmark
922.9897