Run
434704

Run 434704

Task 97 (Learning Curve) ecoli Uploaded 12-05-2015 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_DecisionStump(3)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(3)_C3
weka.MultiBoostAB_DecisionStump(3)_P100
weka.MultiBoostAB_DecisionStump(3)_S1
weka.MultiBoostAB_DecisionStump(3)_I40
weka.MultiBoostAB_DecisionStump(3)_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.

20 Evaluation measures

Area under ROC curve
0.7599 ± 0.0273
Per class
Kappa
0.4467 ± 0.0359
KB relative information score
0.3808 ± 0.0324
Mean absolute error
0.1293 ± 0.0041
Mean prior absolute error
0.1828 ± 0.0012
Number of instances
3360
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6446 ± 0.0233
Prior entropy
2.1906 ± 0.0868
Recall
0.6446 ± 0.0233
Per class
Relative absolute error
0.7075 ± 0.0198
Root mean prior squared error
0.3016 ± 0.0021
Root mean squared error
0.2553 ± 0.0083
Root relative squared error
0.8463 ± 0.0242
SciMark benchmark
944.3124