DEVELOPMENT... OpenML
Run
185566

Run 185566

Task 206 (Supervised Classification) BNG(tic-tac-toe) 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
0.8407
Per class
F measure
0.783
Per class
Kappa
0.5172
KB relative information score
16473.9828
Mean absolute error
0.2631
Mean prior absolute error
0.4532
Number of instances
39366
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7821
Per class
Predictive accuracy
0.7852
Prior entropy
0.9315
Recall
0.7852
Per class
Relative absolute error
0.5805
Root mean prior squared error
0.476
Root mean squared error
0.3935
Root relative squared error
0.8265
SciMark benchmark
1331.6907
UserCPU time millis
11620
UserCPU time millis testing
4410
UserCPU time millis training
7210