Run
9199859

Run 9199859

Task 1748 (Learning Curve) tic-tac-toe Uploaded 06-05-2018 by Christo Alexander
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Flow

weka.RandomForest(15)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(15)_P100
weka.RandomForest(15)_I50
weka.RandomForest(15)_num-slots1
weka.RandomForest(15)_K0
weka.RandomForest(15)_M1.0
weka.RandomForest(15)_V0.001
weka.RandomForest(15)_S1

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
0.9938 ± 0.0045
Per class
F measure
0.9535 ± 0.0234
Per class
Kappa
0.8964 ± 0.0528
KB relative information score
542.4784 ± 3.8128
Mean absolute error
0.2264 ± 0.0169
Mean prior absolute error
0.453 ± 0.0013
Number of instances
958
Per class
OS information
['Oracle Corporation', '1.8.0_162', 'amd64', 'Linux', '4.13.0-39-generic']
Precision
0.9551 ± 0.0208
Per class
Predictive accuracy
0.9541 ± 0.0226
Prior entropy
0.9312
Recall
0.9541 ± 0.0226
Per class
Relative absolute error
0.4997 ± 0.037
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.2694 ± 0.0196
Root relative squared error
0.566 ± 0.0409
SciMark benchmark
1382.6691
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20