DEVELOPMENT... OpenML
Run
17006

Run 17006

Task 58 (Supervised Classification) waveform-5000 Uploaded 06-06-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I40
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9684
Per class
F measure
0.8533
Per class
Kappa
0.7811
KB relative information score
3255.4978
Mean absolute error
0.1954
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8559
Per class
Predictive accuracy
0.854
Prior entropy
1.5849
Recall
0.854
Per class
Relative absolute error
0.4397
Root mean prior squared error
0.4714
Root mean squared error
0.2774
Root relative squared error
0.5884
SciMark benchmark
946.465[556.73174740070571015.5230404536866483.8854846559526909.90626928802961766.2785639901995]