DEVELOPMENT... OpenML
Run
186341

Run 186341

Task 4318 (Supervised Classification) servo 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
0.9875
Per class
F measure
0.9432
Per class
Kappa
0.8403
KB relative information score
1244.2382
Mean absolute error
0.0863
Mean prior absolute error
0.3533
Number of instances
1670
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9444
Per class
Predictive accuracy
0.9425
Prior entropy
0.7794
Recall
0.9425
Per class
Relative absolute error
0.2442
Root mean prior squared error
0.4193
Root mean squared error
0.1938
Root relative squared error
0.4622
SciMark benchmark
825.5282
UserCPU time millis
10
UserCPU time millis training
10