DEVELOPMENT... OpenML
Run
164607

Run 164607

Task 43 (Supervised Classification) spambase Uploaded 17-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I160
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_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
0.9739
Per class
F measure
0.9249
Per class
Kappa
0.8421
KB relative information score
3829.9934
Mean absolute error
0.0794
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9252
Per class
Predictive accuracy
0.9252
Prior entropy
0.9674
Recall
0.9252
Per class
Relative absolute error
0.1663
Root mean prior squared error
0.4886
Root mean squared error
0.2541
Root relative squared error
0.5201
SciMark benchmark
922.9039
UserCPU time millis
7460
UserCPU time millis testing
30
UserCPU time millis training
7430