DEVELOPMENT... OpenML
Run
153711

Run 153711

Task 3593 (Supervised Classification) 2dplanes Uploaded 10-02-2015 by Felicia West
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Flow

weka.RealAdaBoost_DecisionStump(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_DecisionStump(1)_P100
weka.RealAdaBoost_DecisionStump(1)_H1.0
weka.RealAdaBoost_DecisionStump(1)_S1
weka.RealAdaBoost_DecisionStump(1)_I10
weka.RealAdaBoost_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.9198
Per class
F measure
0.8482
Per class
Kappa
0.6964
KB relative information score
22584.3819
Mean absolute error
0.2385
Mean prior absolute error
0.5
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8482
Per class
Predictive accuracy
0.8482
Prior entropy
1
Recall
0.8482
Per class
Relative absolute error
0.477
Root mean prior squared error
0.5
Root mean squared error
0.3356
Root relative squared error
0.6713
SciMark benchmark
933.8635
UserCPU time millis
1470
UserCPU time millis testing
70
UserCPU time millis training
1400