DEVELOPMENT... OpenML
Run
154115

Run 154115

Task 4001 (Supervised Classification) pc1_req 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
0.6165
Per class
F measure
0.6161
Per class
Kappa
0.1231
KB relative information score
18.1708
Mean absolute error
0.4143
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6416
Per class
Predictive accuracy
0.675
Prior entropy
0.9204
Recall
0.675
Per class
Relative absolute error
0.9301
Root mean prior squared error
0.4718
Root mean squared error
0.4651
Root relative squared error
0.9858
SciMark benchmark
938.9865
UserCPU time millis
10
UserCPU time millis training
10