DEVELOPMENT... OpenML
Run
188640

Run 188640

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 25-02-2015 by Jason
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Flow

weka.LibSVM(2)Yasser EL-Manzalawy (2005). WLSVM. URL http://www.cs.iastate.edu/~yasser/wlsvm/. Chih-Chung Chang, Chih-Jen Lin (2001). LIBSVM - A Library for Support Vector Machines. URL http://www.csie.ntu.edu.tw/~cjlin/libsvm/.
weka.LibSVM(2)_S0
weka.LibSVM(2)_K2
weka.LibSVM(2)_D3
weka.LibSVM(2)_G0.0
weka.LibSVM(2)_R0.0
weka.LibSVM(2)_C1.0
weka.LibSVM(2)_N0.5
weka.LibSVM(2)_P0.1
weka.LibSVM(2)_M40.0
weka.LibSVM(2)_E0.001
weka.LibSVM(2)_model/Users/joa/Downloads/weka-3-7-12
weka.LibSVM(2)_seed1

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
0.7419
Per class
F measure
0.7817
Per class
Kappa
0.5092
KB relative information score
6676.4102
Mean absolute error
0.2114
Mean prior absolute error
0.4533
Number of instances
12990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7845
Per class
Predictive accuracy
0.7886
Prior entropy
0.9315
Recall
0.7886
Per class
Relative absolute error
0.4664
Root mean prior squared error
0.4761
Root mean squared error
0.4598
Root relative squared error
0.9658
SciMark benchmark
1368.9272
UserCPU time millis
369120
UserCPU time millis testing
158200
UserCPU time millis training
210920