DEVELOPMENT... OpenML
Run
131627

Run 131627

Task 4001 (Supervised Classification) pc1_req Uploaded 26-12-2014 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)_I160
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
0.5681
Per class
Build CPU time
12.5816
Build memory
1182047792
F measure
0.6474
Per class
Kappa
0.1854
KB relative information score
31.6786
Mean absolute error
0.3929
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6546
Per class
Predictive accuracy
0.6813
Prior entropy
0.9204
Recall
0.6813
Per class
Relative absolute error
0.8819
Root mean prior squared error
0.4718
Root mean squared error
0.5147
Root relative squared error
1.0909
SciMark benchmark
945.0532