DEVELOPMENT... OpenML
Run
78128

Run 78128

Task 3598 (Supervised Classification) fri_c0_250_50 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)_I160
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
0.8853
Per class
Build CPU time
14.5933
Build memory
809334628
F measure
0.7776
Per class
Kappa
0.5538
KB relative information score
49.6276
Mean absolute error
0.4188
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7845
Per class
Predictive accuracy
0.78
Prior entropy
0.9971
Recall
0.78
Per class
Relative absolute error
0.8411
Root mean prior squared error
0.499
Root mean squared error
0.4295
Root relative squared error
0.8608
SciMark benchmark
933.1125