DEVELOPMENT... OpenML
Run
185443

Run 185443

Task 27 (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
0.9049
Per class
F measure
0.8537
Per class
Kappa
0.6827
KB relative information score
172.4716
Mean absolute error
0.2667
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8555
Per class
Predictive accuracy
0.856
Prior entropy
0.9509
Recall
0.856
Per class
Relative absolute error
0.5721
Root mean prior squared error
0.4827
Root mean squared error
0.3379
Root relative squared error
0.7
SciMark benchmark
1325.942
UserCPU time millis
560
UserCPU time millis testing
180
UserCPU time millis training
380