DEVELOPMENT... OpenML
Run
136172

Run 136172

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.7333
Per class
Build CPU time
0.0024
Build memory
30889644.8
F measure
0.741
Per class
Kappa
0.4628
KB relative information score
44.8784
Mean absolute error
0.26
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7425
Per class
Predictive accuracy
0.74
Prior entropy
0.9721
Recall
0.74
Per class
Relative absolute error
0.5412
Root mean prior squared error
0.4899
Root mean squared error
0.5099
Root relative squared error
1.0408
SciMark benchmark
916.3022