Run
503216

Run 503216

Task 1748 (Learning Curve) tic-tac-toe Uploaded 28-12-2015 by Jan van Rijn
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Flow

weka.BFTree(4)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(4)_PPOSTPRUNED
weka.BFTree(4)_M2
weka.BFTree(4)_N5
weka.BFTree(4)_Ctrue
weka.BFTree(4)_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
0.9567 ± 0.0217
Per class
F measure
0.9238 ± 0.0304
Per class
Kappa
0.8319 ± 0.0671
KB relative information score
778.5122 ± 5.783
Mean absolute error
0.0825 ± 0.0246
Mean prior absolute error
0.453 ± 0.0013
Number of instances
958
Per class
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-71-generic]
Precision
0.9239 ± 0.0297
Per class
Predictive accuracy
0.9238 ± 0.0304
Prior entropy
0.9312
Recall
0.9238 ± 0.0304
Per class
Relative absolute error
0.1821 ± 0.0543
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.2494 ± 0.0577
Root relative squared error
0.5242 ± 0.1211
SciMark benchmark
1934.2411
UserCPU time millis
70
UserCPU time millis training
70