DEVELOPMENT... OpenML
Run
133413

Run 133413

Task 3917 (Supervised Classification) kc1 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)_I20
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
0.7464
Per class
Build CPU time
15.5675
Build memory
803454920.0607
F measure
0.8447
Per class
Kappa
0.3528
KB relative information score
669.7846
Mean absolute error
0.1471
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8419
Per class
Predictive accuracy
0.862
Prior entropy
0.622
Recall
0.862
Per class
Relative absolute error
0.5623
Root mean prior squared error
0.3615
Root mean squared error
0.3676
Root relative squared error
1.0169
SciMark benchmark
943.8094