Run
9199869

Run 9199869

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)_I60
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
0.9949 ± 0.0034
Per class
F measure
0.9536 ± 0.0238
Per class
Kappa
0.8965 ± 0.0539
KB relative information score
543.3276 ± 3.5644
Mean absolute error
0.2263 ± 0.0158
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
0.9549 ± 0.0216
Per class
Predictive accuracy
0.9541 ± 0.0231
Prior entropy
0.9312
Recall
0.9541 ± 0.0231
Per class
Relative absolute error
0.4996 ± 0.0346
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.2683 ± 0.0185
Root relative squared error
0.5638 ± 0.0387
SciMark benchmark
1382.6691
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30