DEVELOPMENT... OpenML
Run
135599

Run 135599

Task 3675 (Supervised Classification) pbc Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I40
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.6573
Per class
Build CPU time
0.2122
Build memory
1449593270.2775
F measure
0.6493
Per class
Kappa
0.2898
KB relative information score
120.2579
Mean absolute error
0.3517
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6511
Per class
Predictive accuracy
0.6531
Prior entropy
0.9928
Recall
0.6531
Per class
Relative absolute error
0.7105
Root mean prior squared error
0.4975
Root mean squared error
0.5832
Root relative squared error
1.1723
SciMark benchmark
934.6076