DEVELOPMENT... OpenML
Run
186463

Run 186463

Task 4437 (Supervised Classification) fri_c4_100_25 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
0.8801
Per class
F measure
0.7846
Per class
Kappa
0.5657
KB relative information score
329.0806
Mean absolute error
0.3537
Mean prior absolute error
0.4969
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7872
Per class
Predictive accuracy
0.786
Prior entropy
0.9956
Recall
0.786
Per class
Relative absolute error
0.7118
Root mean prior squared error
0.4984
Root mean squared error
0.3918
Root relative squared error
0.7861
SciMark benchmark
1304.6687
UserCPU time millis
30
UserCPU time millis training
30