DEVELOPMENT... OpenML
Run
185571

Run 185571

Task 1907 (Supervised Classification) colic 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
0.9048
Per class
F measure
0.8563
Per class
Kappa
0.6888
KB relative information score
1736.9286
Mean absolute error
0.2654
Mean prior absolute error
0.4662
Number of instances
3680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8574
Per class
Predictive accuracy
0.8582
Prior entropy
0.9509
Recall
0.8582
Per class
Relative absolute error
0.5694
Root mean prior squared error
0.4827
Root mean squared error
0.3375
Root relative squared error
0.6993
SciMark benchmark
1319.9043
UserCPU time millis
570
UserCPU time millis testing
190
UserCPU time millis training
380