DEVELOPMENT... OpenML
Run
186733

Run 186733

Task 7306 (Supervised Classification) iris Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9948
Per class
Average cost
0.7667
F measure
0.9533
Per class
Kappa
0.93
KB relative information score
139.0842
Mean absolute error
0.0375
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9534
Per class
Predictive accuracy
0.9533
Prior entropy
1.585
Recall
0.9533
Per class
Relative absolute error
0.0843
Root mean prior squared error
0.4714
Root mean squared error
0.1532
Root relative squared error
0.325
SciMark benchmark
1297.5331
Total cost
115
UserCPU time millis
20
UserCPU time millis training
20