DEVELOPMENT... OpenML
Run
145604

Run 145604

Task 3688 (Supervised Classification) houses Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I10
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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.

22 Evaluation measures

Area under ROC curve
0.9907
Per class
F measure
0.9818
Per class
Kappa
0.963
KB relative information score
19875.9854
Mean absolute error
0.018
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9818
Per class
Predictive accuracy
0.9818
Prior entropy
0.9866
Recall
0.9818
Per class
Relative absolute error
0.0367
Root mean prior squared error
0.4953
Root mean squared error
0.1301
Root relative squared error
0.2626
SciMark benchmark
911.3823
UserCPU time millis
44040
UserCPU time millis testing
60
UserCPU time millis training
43980