DEVELOPMENT... OpenML
Run
185501

Run 185501

Task 279 (Supervised Classification) 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
0.9887
Per class
F measure
0.9256
Per class
Kappa
0.8407
KB relative information score
174.4555
Mean absolute error
0.2479
Mean prior absolute error
0.4641
Number of instances
316
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9333
Per class
Predictive accuracy
0.9272
Prior entropy
0.9312
Recall
0.9272
Per class
Relative absolute error
0.5342
Root mean prior squared error
0.4874
Root mean squared error
0.2934
Root relative squared error
0.6019
SciMark benchmark
1307.4861
UserCPU time millis
130
UserCPU time millis testing
30
UserCPU time millis training
100