DEVELOPMENT... OpenML
Run
186135

Run 186135

Task 3892 (Supervised Classification) hiva_agnostic 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
0.8196
Per class
F measure
0.9604
Per class
Kappa
0.3141
KB relative information score
-2478.3363
Mean absolute error
0.0548
Mean prior absolute error
0.0682
Number of instances
4229
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9599
Per class
Predictive accuracy
0.9678
Prior entropy
0.221
Recall
0.9678
Per class
Relative absolute error
0.8033
Root mean prior squared error
0.1844
Root mean squared error
0.1642
Root relative squared error
0.8908
SciMark benchmark
1307.4861
UserCPU time millis
6350
UserCPU time millis testing
300
UserCPU time millis training
6050