DEVELOPMENT... OpenML
Run
185754

Run 185754

Task 3481 (Supervised Classification) isolet 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
0.9979
Per class
F measure
0.9389
Per class
Kappa
0.9365
KB relative information score
6551.1838
Mean absolute error
0.0277
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9395
Per class
Predictive accuracy
0.939
Prior entropy
4.7004
Recall
0.939
Per class
Relative absolute error
0.3739
Root mean prior squared error
0.1923
Root mean squared error
0.0905
Root relative squared error
0.4707
SciMark benchmark
1327.8711
UserCPU time millis
25650
UserCPU time millis testing
1540
UserCPU time millis training
24110