DEVELOPMENT... OpenML
Run
135478

Run 135478

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.8407
Per class
Build CPU time
0.0017
Build memory
1829071006.4
F measure
0.8037
Per class
Kappa
0.5619
KB relative information score
55.1768
Mean absolute error
0.2424
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8053
Per class
Predictive accuracy
0.8083
Prior entropy
0.9362
Recall
0.8083
Per class
Relative absolute error
0.5318
Root mean prior squared error
0.477
Root mean squared error
0.3803
Root relative squared error
0.7974
SciMark benchmark
934.6076