DEVELOPMENT... OpenML
Run
136399

Run 136399

Task 3911 (Supervised Classification) ar4 Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.5983
Per class
Build CPU time
0.0021
Build memory
514749411.2897
F measure
0.7727
Per class
Kappa
0.2175
KB relative information score
17.8678
Mean absolute error
0.215
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7641
Per class
Predictive accuracy
0.785
Prior entropy
0.707
Recall
0.785
Per class
Relative absolute error
0.6989
Root mean prior squared error
0.3899
Root mean squared error
0.4636
Root relative squared error
1.1891
SciMark benchmark
923.564