DEVELOPMENT... OpenML
Run
134013

Run 134013

Task 3917 (Supervised Classification) kc1 Uploaded 28-12-2014 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)_I10
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
0.7258
Per class
Build CPU time
7.5923
Build memory
656051911.9545
F measure
0.8461
Per class
Kappa
0.3593
KB relative information score
678.9531
Mean absolute error
0.1462
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
0.8434
Per class
Predictive accuracy
0.863
Prior entropy
0.622
Recall
0.863
Per class
Relative absolute error
0.559
Root mean prior squared error
0.3615
Root mean squared error
0.3669
Root relative squared error
1.015
SciMark benchmark
946.9091