Run
9199855

Run 9199855

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

weka.IBk(14)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(14)_K1
weka.IBk(14)_W0
weka.IBk(14)_Atrue
weka.IBk(14)_batch-size50

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
0.9994 ± 0.0006
Per class
F measure
0.9885 ± 0.0127
Per class
Kappa
0.9744 ± 0.0283
KB relative information score
618.0915 ± 2.3537
Mean absolute error
0.1919 ± 0.0127
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
0.9887 ± 0.012
Per class
Predictive accuracy
0.9885 ± 0.0125
Prior entropy
0.9312
Recall
0.9885 ± 0.0125
Per class
Relative absolute error
0.4236 ± 0.0274
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.2335 ± 0.0129
Root relative squared error
0.4907 ± 0.0264
SciMark benchmark
1570.3727
UserCPU time millis
90
UserCPU time millis testing
90