DEVELOPMENT... OpenML
Run
186383

Run 186383

Task 4356 (Supervised Classification) cleveland 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
0.8948
Per class
F measure
0.8082
Per class
Kappa
0.6132
KB relative information score
1454.8245
Mean absolute error
0.2724
Mean prior absolute error
0.4966
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8085
Per class
Predictive accuracy
0.8086
Prior entropy
0.9951
Recall
0.8086
Per class
Relative absolute error
0.5485
Root mean prior squared error
0.4983
Root mean squared error
0.3611
Root relative squared error
0.7246
SciMark benchmark
825.5282
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50