DEVELOPMENT... OpenML
Run
78168

Run 78168

Task 1823 (Supervised Classification) iris 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
0.9943
Per class
Build CPU time
1.2502
Build memory
767411582.4
F measure
0.9547
Per class
Kappa
0.932
KB relative information score
689.1075
Mean absolute error
0.0437
Mean prior absolute error
0.4444
Number of instances
750
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9547
Per class
Predictive accuracy
0.9547
Prior entropy
1.585
Recall
0.9547
Per class
Relative absolute error
0.0984
Root mean prior squared error
0.4714
Root mean squared error
0.1479
Root relative squared error
0.3136
SciMark benchmark
903.8441