DEVELOPMENT... OpenML
Run
75299

Run 75299

Task 3903 (Supervised Classification) pc3 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)_I10
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
0.8506
Per class
Build CPU time
5.7074
Build memory
2344291716.1408
F measure
0.8702
Per class
Kappa
0.1745
KB relative information score
-214.0693
Mean absolute error
0.1514
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8681
Per class
Predictive accuracy
0.8983
Prior entropy
0.478
Recall
0.8983
Per class
Relative absolute error
0.8222
Root mean prior squared error
0.3031
Root mean squared error
0.2728
Root relative squared error
0.9001
SciMark benchmark
941.6532