DEVELOPMENT... OpenML
Run
136345

Run 136345

Task 3848 (Supervised Classification) squash-unstored 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
0.5908
Per class
Build CPU time
0.0021
Build memory
61569974.7692
F measure
0.5966
Per class
Kappa
0.1899
KB relative information score
8.3143
Mean absolute error
0.4183
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5975
Per class
Predictive accuracy
0.5962
Prior entropy
0.996
Recall
0.5962
Per class
Relative absolute error
0.8414
Root mean prior squared error
0.4985
Root mean squared error
0.6111
Root relative squared error
1.2258
SciMark benchmark
916.3022

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