DEVELOPMENT... OpenML
Run
185855

Run 185855

Task 3629 (Supervised Classification) fri_c0_250_10 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
0.925
Per class
F measure
0.8519
Per class
Kappa
0.704
KB relative information score
129.3521
Mean absolute error
0.2606
Mean prior absolute error
0.5
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8531
Per class
Predictive accuracy
0.852
Prior entropy
1
Recall
0.852
Per class
Relative absolute error
0.5212
Root mean prior squared error
0.5
Root mean squared error
0.3369
Root relative squared error
0.6738
SciMark benchmark
1318.1432
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70