DEVELOPMENT... OpenML
Run
77823

Run 77823

Task 3648 (Supervised Classification) fri_c3_100_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)_I80
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
0.8552
Per class
Build CPU time
1.464
Build memory
874098377.6
F measure
0.7763
Per class
Kappa
0.5299
KB relative information score
32.1351
Mean absolute error
0.3436
Mean prior absolute error
0.4804
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
0.7786
Per class
Predictive accuracy
0.78
Prior entropy
0.9721
Recall
0.78
Per class
Relative absolute error
0.7153
Root mean prior squared error
0.4899
Root mean squared error
0.3919
Root relative squared error
0.7999
SciMark benchmark
924.0227