DEVELOPMENT... OpenML
Run
185927

Run 185927

Task 3699 (Supervised Classification) fri_c4_250_100 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
0.8235
Per class
F measure
0.7309
Per class
Kappa
0.4526
KB relative information score
44.8039
Mean absolute error
0.4203
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7379
Per class
Predictive accuracy
0.736
Prior entropy
0.9898
Recall
0.736
Per class
Relative absolute error
0.8527
Root mean prior squared error
0.4964
Root mean squared error
0.4374
Root relative squared error
0.8811
SciMark benchmark
1327.8711
UserCPU time millis
180
UserCPU time millis testing
10
UserCPU time millis training
170