DEVELOPMENT... OpenML
Run
16590

Run 16590

Task 2073 (Supervised Classification) yeast Uploaded 04-06-2014 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
0.7386
Per class
F measure
0.5529
Per class
Kappa
0.4308
KB relative information score
616.7453
Mean absolute error
0.1047
Mean prior absolute error
0.1555
Number of instances
1484
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5577
Per class
Predictive accuracy
0.566
Prior entropy
2.5035
Recall
0.566
Per class
Relative absolute error
0.6731
Root mean prior squared error
0.2787
Root mean squared error
0.2603
Root relative squared error
0.9339
SciMark benchmark
941.714[556.90953288490741013.6533323510344479.1351424176555903.94479785969181754.9271701211055]