DEVELOPMENT... OpenML
Run
22436

Run 22436

Task 20 (Supervised Classification) mfeat-pixel Uploaded 21-06-2014 by Felicia West
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Flow

weka.BFTree(1)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(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9281
Per class
F measure
0.8587
Per class
Kappa
0.8433
KB relative information score
1685.5206
Mean absolute error
0.033
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8598
Per class
Predictive accuracy
0.859
Prior entropy
3.3219
Recall
0.859
Per class
Relative absolute error
0.1833
Root mean prior squared error
0.3
Root mean squared error
0.1634
Root relative squared error
0.5447
SciMark benchmark
927.9187[550.2336685193791998.4223110721939475.31730592400976897.13896700946071718.4812395285503]