DEVELOPMENT... OpenML
Run
186371

Run 186371

Task 4344 (Supervised Classification) fri_c0_250_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
0.9108
Per class
F measure
0.8287
Per class
Kappa
0.6574
KB relative information score
870.3121
Mean absolute error
0.3494
Mean prior absolute error
0.5
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8296
Per class
Predictive accuracy
0.8288
Prior entropy
1
Recall
0.8288
Per class
Relative absolute error
0.6989
Root mean prior squared error
0.5
Root mean squared error
0.3811
Root relative squared error
0.7622
SciMark benchmark
825.5282
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90