DEVELOPMENT... OpenML
Run
103920

Run 103920

Task 1823 (Supervised Classification) iris Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.9919
Per class
Build CPU time
0.0103
Build memory
1001674993.6
F measure
0.956
Per class
Kappa
0.934
KB relative information score
693.3641
Mean absolute error
0.0394
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
0.956
Per class
Predictive accuracy
0.956
Prior entropy
1.585
Recall
0.956
Per class
Relative absolute error
0.0887
Root mean prior squared error
0.4714
Root mean squared error
0.1518
Root relative squared error
0.322
SciMark benchmark
892.0716