DEVELOPMENT... OpenML
Run
145819

Run 145819

Task 49 (Supervised Classification) tic-tac-toe Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9925
Per class
F measure
0.9948
Per class
Kappa
0.9884
KB relative information score
945.7327
Mean absolute error
0.0055
Mean prior absolute error
0.453
Number of instances
958
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9948
Per class
Predictive accuracy
0.9948
Prior entropy
0.9312
Recall
0.9948
Per class
Relative absolute error
0.0121
Root mean prior squared error
0.4759
Root mean squared error
0.0727
Root relative squared error
0.1528
SciMark benchmark
1112.8112
UserCPU time millis
550
UserCPU time millis testing
50
UserCPU time millis training
500