DEVELOPMENT... OpenML
Run
77743

Run 77743

Task 35 (Supervised Classification) dermatology Uploaded 01-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I80
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
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
0.9988
Per class
Build CPU time
3.0523
Build memory
760399953.8798
F measure
0.9698
Per class
Kappa
0.9623
KB relative information score
317.7294
Mean absolute error
0.0578
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.97
Per class
Predictive accuracy
0.9699
Prior entropy
2.4378
Recall
0.9699
Per class
Relative absolute error
0.217
Root mean prior squared error
0.3649
Root mean squared error
0.1218
Root relative squared error
0.3338
SciMark benchmark
925.3238