DEVELOPMENT... OpenML
Run
135786

Run 135786

Task 3884 (Supervised Classification) page-blocks Uploaded 28-12-2014 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)_I40
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
0.9634
Per class
Build CPU time
1.6545
Build memory
2206803024.0219
F measure
0.9747
Per class
Kappa
0.8616
KB relative information score
4441.7013
Mean absolute error
0.0261
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9746
Per class
Predictive accuracy
0.9748
Prior entropy
0.4768
Recall
0.9748
Per class
Relative absolute error
0.1419
Root mean prior squared error
0.3031
Root mean squared error
0.154
Root relative squared error
0.5081
SciMark benchmark
934.6076