DEVELOPMENT... OpenML
Run
132672

Run 132672

Task 3758 (Supervised Classification) chscase_geyser1 Uploaded 27-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.8773
Per class
Build CPU time
1.0421
Build memory
1459601684.7928
F measure
0.8465
Per class
Kappa
0.6787
KB relative information score
143.1422
Mean absolute error
0.1684
Mean prior absolute error
0.4787
Number of instances
222
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8464
Per class
Predictive accuracy
0.8468
Prior entropy
0.9694
Recall
0.8468
Per class
Relative absolute error
0.3519
Root mean prior squared error
0.4891
Root mean squared error
0.3917
Root relative squared error
0.8008
SciMark benchmark
920.6725