DEVELOPMENT... OpenML
Run
145735

Run 145735

Task 18 (Supervised Classification) mfeat-morphological 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)_I20
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
0.9436
Per class
F measure
0.6807
Per class
Kappa
0.6456
KB relative information score
1366.9005
Mean absolute error
0.0641
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6809
Per class
Predictive accuracy
0.681
Prior entropy
3.3219
Recall
0.681
Per class
Relative absolute error
0.3559
Root mean prior squared error
0.3
Root mean squared error
0.2378
Root relative squared error
0.7928
SciMark benchmark
929.0255
UserCPU time millis
11910
UserCPU time millis testing
20
UserCPU time millis training
11890